{"product_id":"deep-learning-for-biology","title":"Deep Learning for Biology","description":"\u003cp\u003eBridge the gap between modern machine learning and real-world biology with this practical, project-driven guide. Whether your background is in biology, software engineering, or data science, Deep Learning for Biology gives you the tools to develop deep learning models for tackling a wide range of biological problems.\u003c\/p\u003e\u003cp\u003eAuthors Charles Ravarani and Natasha Latysheva guide you through hands-on projects applying deep learning to domains like DNA, proteins, biological networks, medical images, and microscopy. Each chapter is a self-contained mini-project, with step-by-step explanations that teach you how to train and interpret deep learning models using real biological data.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBuild models for real-world biological problems such as gene regulation, protein function prediction, drug interactions, and cancer detection\u003c\/li\u003e\n\u003cli\u003eApply architectures like convolutional neural networks, transformers, graph neural networks, and autoencoders\u003c\/li\u003e\n\u003cli\u003eUse Python and interactive notebooks for hands-on learning\u003c\/li\u003e\n\u003cli\u003eBuild problem-solving intuition that generalizes beyond biology\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhether youare exploring new methods, transitioning into computational biology, or looking to make sense of machine learning in your field, this book offers a clear and approachable path forward.\u003c\/p\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":54672057762136,"sku":"9781098168032","price":68.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781098168032_bffaec28-150e-4968-85ec-3597216ea485.jpg?v=1780408819","url":"https:\/\/agendabookshop.com\/products\/deep-learning-for-biology","provider":"Agenda Bookshop","version":"1.0","type":"link"}